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Calculated based on number of publications stored in Pure and citations from Scopus
20162024

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  • 2024

    Towards Feature-based ML-enabled Behaviour Location

    Fortz, S., Temple, P., Devroey, X. & Perrouin, G., 7 Feb 2024, Proceedings of the 18th International Working Conference on Variability Modelling of Software-Intensive Systems (VaMoS 2024). Bern, Switzerland: ACM Press, 3 p. (Proceedings of the 18th International Working Conference on Variability Modelling of Software-Intensive Systems).

    Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

    Open Access
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    2 Downloads (Pure)
  • 2021

    Global Explanations with Decision Rules: a Co-learning Approach

    Nanfack, G., Temple, P. & Frénay, B., 27 Jul 2021, Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence. de Campos, C. & Maathuis, M. H. (eds.). MLResearch Press, p. 589-599 11 p. (Proceedings of Machine Learning Research ; vol. 161).

    Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

    Open Access
    File
    84 Downloads (Pure)
  • VaryMinions: Leveraging RNNs to Identify Variants in Event Logs

    Fortz, S., Temple, P., DEVROEY, X., HEYMANS, P. & PERROUIN, GILLES., 2021, 5th International Workshop on Machine Learning Techniques for Software Quality Evolution. ACM Press

    Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

    Open Access
    File
    125 Downloads (Pure)
  • 2020

    Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning

    Delobelle, P., Temple, P., Perrouin, G., Frénay, B., Heymans, P. & Berendt, B., 14 May 2020, 1st workshop on Bias and Fairness in AI, co-located with ECMLPKDD 2020. 15 p.

    Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

    Open Access
    File
    51 Downloads (Pure)
  • Machine learning and configurable systems: a gentle introduction

    Alves Pereira, J., Martin, H., Temple, P. & Acher, M., 19 Oct 2020, SPLC '20: Proceedings of the 24th ACM Conference on Systems and Software Product Line. Vol. A. 1 p.

    Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

  • 2019

    Machine learning and configurable systems

    Martin, H., Alves Pereira, J., Acher, M. & Temple, P., 9 Sept 2019, SPLC 2019 - 23rd International Systems and Software Product Line Conference. Berger, T., Collet, P., Duchien, L., Fogdal, T., Heymans, P., Kehrer, T., Martinez, J., Mazo, R., Montalvillo, L., Salinesi, C., Ternava, X., Thum, T. & Ziadi, T. (eds.). Vol. A. p. 325-326 2 p. (ACM International Conference Proceeding Series; vol. A).

    Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

  • Towards learning-aided configuration in 3D printing: Feasibility study and application to defect prediction

    Amand, B., Cordy, M., Heymans, P., Acher, M., Temple, P. & Jézéquel, J. M., 6 Feb 2019, Proceedings of the 13th International Workshop on Variability Modelling of Software-Intensive Systems, VAMOS 2019. ACM Press, (ACM International Conference Proceeding Series).

    Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

  • Towards quality assurance of software product lines with adversarial configurations

    Temple, P., Acher, M., Perrouin, G., Biggio, B., Jézéquel, J. M. & Roli, F., 9 Sept 2019, SPLC 2019 - 23rd International Systems and Software Product Line Conference. Berger, T., Collet, P., Duchien, L., Fogdal, T., Heymans, P., Kehrer, T., Martinez, J., Mazo, R., Montalvillo, L., Salinesi, C., Ternava, X., Thum, T. & Ziadi, T. (eds.). ACM Press, (ACM International Conference Proceeding Series; vol. A).

    Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

    Open Access
    File
    53 Downloads (Pure)
  • 2018

    Towards Estimating and Predicting User Perception on Software Product Variants

    Martinez, J., Sotet, J-S., Frey, A. G., Bissyandé, T. F., Ziadi, T., Klein, J., Temple, P., Acher, M. & Le Traon, Y., 17 Apr 2018, International Conference on Software Reuse. p. 23-40 18 p.

    Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

  • VaryLATEX: Learning Paper Variants That Meet Constraints

    Acher, M., Temple, P., Jézéquel, J-M., Galindo Duarte, J. A., Martinez, J. & Ziadi, T., 7 Feb 2018, Proceedings - VaMoS 2018: 12th International Workshop on Variability Modelling of Software-Intensive Systems. Lochau, M. & Capilla, R. (eds.). p. 83-88 6 p. (ACM International Conference Proceeding Series).

    Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

  • 2016

    Using machine learning to infer constraints for product lines

    Temple, P., Galindo Duarte, J. A., Acher, M. & Jézéquel, J-M., Sept 2016, SPLC '16: Proceedings of the 20th International Systems and Software Product Line Conference. p. 209-218 10 p.

    Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

    Open Access
    File
    33 Downloads (Pure)
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